LUIGI SIGILLO

Dottorando

ciclo: XXXVII
email: luigi.sigillo@uniroma1.it
telefono: +390644585495
edificio: San Pietro in Vincoli (DIET) – Palazzina B - RM032
stanza: 1° piano (floor) – n. 102 (ISPAMM Lab)

relatore: prof. Danilo Comminiello

Ricerca: Deep Learning Generativo nel Dominio Ipercomplesso per Applicazioni di Intelligenza Artificiale ad Alta Efficienza Energetica

Curriculum: Ingegneria dell’Informazione e della Comunicazione

Inizio Dottorato di Ricerca: Novembre 2021
Commissione di affiancamento: prof. Aurelio Uncini, prof. Debora Pastina, prof. Marco Polverini

Produzione scientifica

11573/1723593 - 2024 - Ship in sight: diffusion models for ship-image super resolution

Sigillo, L.; Gramaccioni, R. F.; Nicolosi, A.; Comminiello, D. - 04b Atto di convegno in volume

congresso: 2024 International Joint Conference on Neural Networks, IJCNN 2024 (Yokohama; Japan)

libro: Proceedings of the International Joint Conference on Neural Networks - (9798350359312)

11573/1693469 - 2023 - GROUSE. A task and model agnostic wavelet-driven framework for medical imaging

Grassucci, Eleonora; Sigillo, Luigi; Uncini, Aurelio; Comminiello, Danilo - 01a Articolo in rivista

rivista: IEEE SIGNAL PROCESSING LETTERS (IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667) pp. 1397-1401 - issn: 1070-9908 - wos: WOS:001086210700001 (1) - scopus: 2-s2.0-85174843341 (2)

11573/1693480 - 2023 - StawGAN: Structural-Aware Generative Adversarial Networks for Infrared Image Translation

Sigillo, L.; Grassucci, E.; Comminiello, D. - 04b Atto di convegno in volume

congresso: 56th IEEE International Symposium on Circuits and Systems, ISCAS 2023 (Monterey, USA)

libro: Proceedings - IEEE International Symposium on Circuits and Systems - (978-1-6654-5109-3)

11573/1693467 - 2023 - Sailing the SeaFormer. A transformer-based model for vessel route forecasting

Sigillo, L.; Marzilli, A.; Moretti, D.; Grassucci, E.; Greco, C.; Comminiello, D. - 04b Atto di convegno in volume

congresso: 33rd IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2023 (Rome; Italy)

libro: IEEE International Workshop on Machine Learning for Signal Processing, MLSP - (979-8-3503-2411-2)

11573/1669173 - 2022 - Hypercomplex image- to- image translation

Grassucci, Eleonora; Sigillo, Luigi; Uncini, Aurelio; Comminiello, Danilo - 04b Atto di convegno in volume

congresso: 2022 International Joint Conference on Neural Networks, IJCNN 2022 (Padua; Italy)

libro: Proceedings of the International Joint Conference on Neural Networks - (978-1-7281-8671-9)